Xin Deng

90 papers A* 12A 6B 4C 2Misc 3Journal 54Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Novel Visible-Infrared Image Compression Framework for High-Value Target Protection.
IEEE Signal Process. Lett.
Yufan Deng, Xin Deng, Shengxi Li, Xiaowan Hu, Mai Xu
2026 J jnl
A novel geometry-aware spatio-temporal network for multi-view video feature learning.
Pattern Recognit.
Yue Zhang, Mai Xu, Lai Jiang, Xin Deng, Si Liu
2026 A* conf
Burst Image Quality Assessment: A New Benchmark and Unified Framework for Multiple Downstream Tasks.
AAAI
Xiaoye Liang, Lai Jiang, Minglang Qiao, Yichen Guo, Yue Zhang, Xin Deng, Shengxi Li, Yufan Liu, Mai Xu
2026 J jnl
Compressed image super-resolution based on invertible degradation and restoration.
Pattern Recognit.
Yichen Guo, Mai Xu, Lai Jiang, Xin Deng, Yue Zhang, Yufan Liu
2026 J jnl
REMAC: Reference-Based Martian Asymmetrical Image Compression.
CoRR
Qing Ding, Mai Xu, Shengxi Li, Xin Deng, Xin Zou
2026 J jnl
Say the image: Auditory masking effect-driven invertible network for progressive image-in-audio steganography.
J. Inf. Secur. Appl.
Jinghang Song, Fangyuan Gao, Xin Deng, Shengxi Li, Mai Xu
2025 J jnl
Burst Image Quality Assessment: A New Benchmark and Unified Framework for Multiple Downstream Tasks.
CoRR
Xiaoye Liang, Lai Jiang, Minglang Qiao, Yichen Guo, Yue Zhang, Xin Deng, Shengxi Li, Yufan Liu, Mai Xu
2025 J jnl
DeepSN-Net: Deep Semi-Smooth Newton Driven Network for Blind Image Restoration.
IEEE Trans. Pattern Anal. Mach. Intell.
Xin Deng, Chenxiao Zhang, Lai Jiang, Jingyuan Xia, Mai Xu
2025 J jnl
MDSC-Net: Multi-Modal Discriminative Sparse Coding Driven RGB-D Classification Network.
IEEE Trans. Multim.
Jingyi Xu, Xin Deng, Yibing Fu, Mai Xu, Shengxi Li
2025 — conf
NTIRE 2025 Challenge on UGC Video Enhancement: Methods and Results.
CVPR Workshops
Nickolay Safonov, Alexey Bryntsev, Andrey Moskalenko, Dmitry Kulikov, Dmitriy S. Vatolin, Radu Timofte, Haibo Lei, Qifan Gao, Qing Luo, Yaqing Li, Jie Song, Shaozhe Hao, Meisong Zheng, Jingyi Xu, Chengbin Wu, Jiahui Liu, Ying Chen, Xin Deng, Mai Xu, Peipei Liang, Jie Ma, Junjie Jin, Yingxue Pang, Fangzhou Luo, Kai Chen, Shijie Zhao, Mingyang Wu, Renjie Li, Yushen Zuo, Zhengzhong Tu, Shengyun Zhong
2025 J jnl
NTIRE 2025 Challenge on UGC Video Enhancement: Methods and Results.
CoRR
Nickolay Safonov, Alexey Bryncev, Andrey Moskalenko, Dmitry Kulikov, Dmitriy S. Vatolin, Radu Timofte, Haibo Lei, Qifan Gao, Qing Luo, Yaqing Li, Jie Song, Shaozhe Hao, Meisong Zheng, Jingyi Xu, Chengbin Wu, Jiahui Liu, Ying Chen, Xin Deng, Mai Xu, Peipei Liang, Jie Ma, Junjie Jin, Yingxue Pang, Fangzhou Luo, Kai Chen, Shijie Zhao, Mingyang Wu, Renjie Li, Yushen Zuo, Shengyun Zhong, Zhengzhong Tu
2025 A conf
Quality Control For HEVC: A Deep Reinforcement Learning Approach.
ICME
Yichen Guo, Rui Ding, Mai Xu, Lai Jiang, Shengxi Li, Xin Deng
2025 J jnl
Recruiting Teacher IF Modality for Nephropathy Diagnosis: A Customized Distillation Method With Attention-Based Diffusion Network.
IEEE Trans. Medical Imaging
Mai Xu, Ning Dai, Lai Jiang, Yibing Fu, Xin Deng, Shengxi Li
2025 J jnl
Rethinking Diffusion Model-Based Video Super-Resolution: Leveraging Dense Guidance from Aligned Features.
CoRR
Jingyi Xu, Meisong Zheng, Ying Chen, Minglang Qiao, Xin Deng, Mai Xu
2025 J jnl
SMILENet: Unleashing Extra-Large Capacity Image Steganography via a Synergistic Mosaic InvertibLE Hiding Network.
CoRR
Junjie Huang, Zihan Chen, Tianrui Liu, Wentao Zhao, Xin Deng, Xinwang Liu, Meng Wang, Pier Luigi Dragotti
2025 A* conf
Spherical Manifold Guided Diffusion Model for Panoramic Image Generation.
CVPR
Xiancheng Sun, Mai Xu, Shengxi Li, Senmao Ma, Xin Deng, Lai Jiang, Gang Shen
2025 J jnl
Spherical Patch Generative Adversarial Net for Unconditional Panoramic Image Generation.
IEEE Trans. Image Process.
Mai Xu, Xiancheng Sun, Shengxi Li, Lai Jiang, Jingyuan Xia, Xin Deng
2025 A* conf
Spherical-Nested Diffusion Model for Panoramic Image Outpainting.
ICML
Xiancheng Sun, Senmao Ma, Shengxi Li, Mai Xu, Jingyuan Xia, Lai Jiang, Xin Deng, Jiali Wang
2024 — conf
A Novel Patch Selection Approach for Quality Assessment on Short-Form Videos.
WCSP
Shijie Wen, Lai Jiang, Minglang Qiao, Mai Xu, Xin Deng, Shengxi Li, Yiping Duan
2024 A* conf
Causal Context Adjustment Loss for Learned Image Compression.
NeurIPS
Minghao Han, Shiyin Jiang, Shengxi Li, Xin Deng, Mai Xu, Ce Zhu, Shuhang Gu
2024 J jnl
Causal Context Adjustment Loss for Learned Image Compression.
CoRR
Minghao Han, Shiyin Jiang, Shengxi Li, Xin Deng, Mai Xu, Ce Zhu, Shuhang Gu
2024 J jnl
CrossHomo: Cross-Modality and Cross-Resolution Homography Estimation.
IEEE Trans. Pattern Anal. Mach. Intell.
Xin Deng, Enpeng Liu, Chao Gao, Shengxi Li, Shuhang Gu, Mai Xu
2024 J jnl
Deep$\mathrm {M^{2}}$M2CDL: Deep Multi-Scale Multi-Modal Convolutional Dictionary Learning Network.
IEEE Trans. Pattern Anal. Mach. Intell.
Xin Deng, Jingyi Xu, Fangyuan Gao, Xiancheng Sun, Mai Xu
2024 A* conf
Enhancing Quality of Compressed Images by Mitigating Enhancement Bias Towards Compression Domain.
CVPR
Qunliang Xing, Mai Xu, Shengxi Li, Xin Deng, Meisong Zheng, Huaida Liu, Ying Chen
2024 J jnl
Enhancing Quality of Compressed Images by Mitigating Enhancement Bias Towards Compression Domain.
CoRR
Qunliang Xing, Mai Xu, Shengxi Li, Xin Deng, Meisong Zheng, Huaida Liu, Ying Chen
2024 J jnl
Extremely Low Bit-Rate Image Compression via Invertible Image Generation.
IEEE Trans. Circuits Syst. Video Technol.
Fangyuan Gao, Xin Deng, Junpeng Jing, Xin Zou, Mai Xu
2024 — conf
Improved Fixed Time Preset Performance Sliding Mode Control for Robotic Manipulator.
ICIT
Xin Deng, Haifei Chen, Lijun Li
2024 J jnl
Joint Learning of Audio-Visual Saliency Prediction and Sound Source Localization on Multi-face Videos.
Int. J. Comput. Vis.
Minglang Qiao, Yufan Liu, Mai Xu, Xin Deng, Bing Li, Weiming Hu, Ali Borji
2024 J jnl
Laplacian Gradient Consistency Prior for Flash Guided Non-Flash Image Denoising.
IEEE Trans. Image Process.
Jingyi Xu, Xin Deng, Chenxiao Zhang, Shengxi Li, Mai Xu
2024 — conf
MT-VQA: A Multi-task Approach for Quality Assessment of Short-form Videos.
QoEVMA@MM
Shijie Wen, Minglang Qiao, Lai Jiang, Mai Xu, Xin Deng, Shengxi Li
2024 J jnl
Proposal With Alignment: A Bi-Directional Transformer for 360° Video Viewport Proposal.
IEEE Trans. Circuits Syst. Video Technol.
Yichen Guo, Mai Xu, Lai Jiang, Xin Deng, Jing Zhou, Gaoxing Chen, Leonid Sigal
2024 B conf
SN-NET: Semismooth Newton Driven Lightweight Network for Real-World Image Denoising.
ICIP
Chenxiao Zhang, Xin Deng, Hongpeng Sun, Jingyi Xu, Mai Xu
2024 — conf
Saliency Prediction of Traffic Surveillance Videos: A Benchmark and A Multi-Task Approach.
WCSP
Weichen Duan, Minglang Qiao, Lai Jiang, Mai Xu, Xin Deng, Shijie Wen, Fei Li
2023 A conf
A Two-stage hybrid CNN-Transformer Network for RGB Guided Indoor Depth Completion.
ICME
Yufan Deng, Xin Deng, Mai Xu
2023 J jnl
DAQE: Enhancing the Quality of Compressed Images by Exploiting the Inherent Characteristic of Defocus.
IEEE Trans. Pattern Anal. Mach. Intell.
Qunliang Xing, Mai Xu, Xin Deng, Yichen Guo
2023 J jnl
DeepMIH: Deep Invertible Network for Multiple Image Hiding.
IEEE Trans. Pattern Anal. Mach. Intell.
Zhenyu Guan, Junpeng Jing, Xin Deng, Mai Xu, Lai Jiang, Zhou Zhang, Yipeng Li
2023 — conf
Diffusion-Generated Fake Face Detection by Exploring Wavelet Domain Forgery Clues.
WCSP
Yufan Deng, Xin Deng, Yiping Duan, Mai Xu
2023 J jnl
Interpretable Multi-Modal Image Registration Network Based on Disentangled Convolutional Sparse Coding.
IEEE Trans. Image Process.
Xin Deng, Enpeng Liu, Shengxi Li, Yiping Duan, Mai Xu
2023 J jnl
MASIC: Deep Mask Stereo Image Compression.
IEEE Trans. Circuits Syst. Video Technol.
Xin Deng, Yufan Deng, Ren Yang, Wenzhe Yang, Radu Timofte, Mai Xu
2023 A* conf
Neural Characteristic Function Learning for Conditional Image Generation.
ICCV
Shengxi Li, Jialu Zhang, Yifei Li, Mai Xu, Xin Deng, Li Li
2023 J jnl
New Finding and Unified Framework for Fake Image Detection.
IEEE Signal Process. Lett.
Xin Deng, Bihe Zhao, Zhenyu Guan, Mai Xu
2023 J jnl
Omnidirectional Image Super-Resolution via Latitude Adaptive Network.
IEEE Trans. Multim.
Xin Deng, Hao Wang, Mai Xu, Li Li, Zulin Wang
2023 A* conf
PIRNet: Privacy-Preserving Image Restoration Network via Wavelet Lifting.
ICCV
Xin Deng, Chao Gao, Mai Xu
2023 — conf
Recruiting the Best Teacher Modality: A Customized Knowledge Distillation Method for if Based Nephropathy Diagnosis.
MICCAI (5)
Ning Dai, Lai Jiang, Yibing Fu, Sai Pan, Mai Xu, Xin Deng, Pu Chen, Xiangmei Chen
2023 B conf
ULcompress: A Unified low bit-rate image Compression Framework via Invertible Image Representation.
ICIP
Fangyuan Gao, Xin Deng, Chao Gao, Mai Xu
2023 A* conf
Uncertainty Guided Adaptive Warping for Robust and Efficient Stereo Matching.
ICCV
Junpeng Jing, Jiankun Li, Pengfei Xiong, Jiangyu Liu, Shuaicheng Liu, Yichen Guo, Xin Deng, Mai Xu, Lai Jiang, Leonid Sigal
2023 J jnl
Uncertainty Guided Adaptive Warping for Robust and Efficient Stereo Matching.
CoRR
Junpeng Jing, Jiankun Li, Pengfei Xiong, Jiangyu Liu, Shuaicheng Liu, Yichen Guo, Xin Deng, Mai Xu, Lai Jiang, Leonid Sigal
2023 J jnl
VR+HD: Video Semantic Reconstruction From Spatio-Temporal Scene Graphs.
IEEE J. Sel. Top. Signal Process.
Chenxing Li, Yiping Duan, Qiyuan Du, Shiqi Sun, Xin Deng, Xiaoming Tao
2022 C conf
A Learning-based Approach for Martian Image Compression.
VCIP
Qing Ding, Mai Xu, Shengxi Li, Xin Deng, Qiu Shen, Xin Zou
2022 J jnl
DAQE: Enhancing the Quality of Compressed Images by Finding the Secret of Defocus.
CoRR
Qunliang Xing, Mai Xu, Xin Deng, Yichen Guo
2022 J jnl
Hierarchical Bayesian LSTM for Head Trajectory Prediction on Omnidirectional Images.
IEEE Trans. Pattern Anal. Mach. Intell.
Li Yang, Mai Xu, Yichen Guo, Xin Deng, Fangyuan Gao, Zhenyu Guan
2022 J jnl
MW-GAN+ for Perceptual Quality Enhancement on Compressed Video.
IEEE Trans. Circuits Syst. Video Technol.
Jianyi Wang, Mai Xu, Xin Deng, Liquan Shen, Yuhang Song
2022 J jnl
Multi-Modal Convolutional Dictionary Learning.
IEEE Trans. Image Process.
Fangyuan Gao, Xin Deng, Mai Xu, Jingyi Xu, Pier Luigi Dragotti
2022 — conf
NTIRE 2022 Challenge on Stereo Image Super-Resolution: Methods and Results.
CVPR Workshops
Longguang Wang, Yulan Guo, Yingqian Wang, Juncheng Li, Shuhang Gu, Radu Timofte, Liangyu Chen, Xiaojie Chu, Wenqing Yu, Kai Jin, Zeqiang Wei, Sha Guo, Angulia Yang, Xiuzhuang Zhou, Guodong Guo, Bin Dai, Feiyue Peng, Huaxin Xiao, Shen Yan, Yuxiang Liu, Hanxiao Cai, Pu Cao, Yang Nie, Lu Yang, Qing Song, Xiaotao Hu, Jun Xu, Mai Xu, Junpeng Jing, Xin Deng, Qunliang Xing, Minglang Qiao, Zhenyu Guan, Wenlong Guo, Chenxu Peng, Zan Chen, Junyang Chen, Hao Li, Junbin Chen, Weijie Li, Zhijing Yang, Gen Li, Aijin Li, Lei Sun, Dafeng Zhang, Shizhuo Liu, Jiangtao Zhang, Yanyun Qu, Hao-Hsiang Yang, Zhi-Kai Huang, Wei-Ting Chen, Hua-En Chang, Sy-Yen Kuo, Qiaohui Liang, Jianxin Lin, Yijun Wang, Lianying Yin, Rongju Zhang, Wei Zhao, Peng Xiao, Rongjian Xu, Zhilu Zhang, Wangmeng Zuo, Hansheng Guo, Guangwei Gao, Tieyong Zeng, Huicheng Pi, Shunli Zhang, Joohyeok Kim, HyeonA Kim, Eunpil Park, Jae-Young Sim, Jucai Zhai, Pengcheng Zeng, Yang Liu, Chihao Ma, Yulin Huang, Junying Chen
2022 J jnl
Revisiting Convolutional Sparse Coding for Image Denoising: From a Multi-Scale Perspective.
IEEE Signal Process. Lett.
Jingyi Xu, Xin Deng, Mai Xu
2022 B conf
SFIC: Sparsity-Driven Facial Image Compression Network.
ICIP
Fangyuan Gao, Xin Deng, Tie Liu, Mai Xu
2021 B conf
CU-Net+: Deep Fully Interpretable Network for Multi-Modal Image Restoration.
ICIP
Jingyi Xu, Xin Deng, Mai Xu, Pier Luigi Dragotti
2021 J jnl
Deep Convolutional Neural Network for Multi-Modal Image Restoration and Fusion.
IEEE Trans. Pattern Anal. Mach. Intell.
Xin Deng, Pier Luigi Dragotti
2021 J jnl
Deep Coupled Feedback Network for Joint Exposure Fusion and Image Super-Resolution.
IEEE Trans. Image Process.
Xin Deng, Yutong Zhang, Mai Xu, Shuhang Gu, Yiping Duan
2021 A* conf
Deep Homography for Efficient Stereo Image Compression.
CVPR
Xin Deng, Wenzhe Yang, Ren Yang, Mai Xu, Enpeng Liu, Qianhan Feng, Radu Timofte
2021 A* conf
HiNet: Deep Image Hiding by Invertible Network.
ICCV
Junpeng Jing, Xin Deng, Mai Xu, Jianyi Wang, Zhenyu Guan
2021 J jnl
Joint Learning of 3D Lesion Segmentation and Classification for Explainable COVID-19 Diagnosis.
IEEE Trans. Medical Imaging
Xiaofei Wang, Lai Jiang, Liu Li, Mai Xu, Xin Deng, Lisong Dai, Xiangyang Xu, Tianyi Li, Yichen Guo, Zulin Wang, Pier Luigi Dragotti
2021 J jnl
Joint Learning of Visual-Audio Saliency Prediction and Sound Source Localization on Multi-face Videos.
CoRR
Minglang Qiao, Yufan Liu, Mai Xu, Xin Deng, Bing Li, Weiming Hu, Ali Borji
2021 A* conf
LAU-Net: Latitude Adaptive Upscaling Network for Omnidirectional Image Super-Resolution.
CVPR
Xin Deng, Hao Wang, Mai Xu, Yichen Guo, Yuhang Song, Li Yang
2021 A conf
Spatial Attention-Based Non-Reference Perceptual Quality Prediction Network for Omnidirectional Images.
ICME
Li Yang, Mai Xu, Xin Deng, Bo Feng
2021 J jnl
Spatial Attention-based Non-reference Perceptual Quality Prediction Network for Omnidirectional Images.
CoRR
Li Yang, Mai Xu, Xin Deng, Bo Feng
2020 J jnl
Accelerate CTU Partition to Real Time for HEVC Encoding With Complexity Control.
IEEE Trans. Image Process.
Tianyi Li, Mai Xu, Xin Deng, Liquan Shen
2020 J jnl
Deep Coupled ISTA Network for Multi-Modal Image Super-Resolution.
IEEE Trans. Image Process.
Xin Deng, Pier Luigi Dragotti
2020 — conf
Multi-level Wavelet-Based Generative Adversarial Network for Perceptual Quality Enhancement of Compressed Video.
ECCV (14)
Jianyi Wang, Xin Deng, Mai Xu, Congyong Chen, Yuhang Song
2020 J jnl
Multi-level Wavelet-based Generative Adversarial Network for Perceptual Quality Enhancement of Compressed Video.
CoRR
Jianyi Wang, Xin Deng, Mai Xu, Congyong Chen, Yuhang Song
2020 J jnl
Multimodal Image Super-Resolution via Joint Sparse Representations Induced by Coupled Dictionaries.
IEEE Trans. Computational Imaging
Pingfan Song, Xin Deng, João F. C. Mota, Nikos Deligiannis, Pier Luigi Dragotti, Miguel R. D. Rodrigues
2020 J jnl
RADAR: Robust Algorithm for Depth Image Super Resolution Based on FRI Theory and Multimodal Dictionary Learning.
IEEE Trans. Circuits Syst. Video Technol.
Xin Deng, Pingfan Song, Miguel R. D. Rodrigues, Pier Luigi Dragotti
2019 Misc conf
Coupled Ista Network for Multi-modal Image Super-resolution.
ICASSP
Xin Deng, Pier Luigi Dragotti
2019 J jnl
Deep Convolutional Neural Network for Multi-modal Image Restoration and Fusion.
CoRR
Xin Deng, Pier Luigi Dragotti
2019 A* conf
Wavelet Domain Style Transfer for an Effective Perception-Distortion Tradeoff in Single Image Super-Resolution.
ICCV
Xin Deng, Ren Yang, Mai Xu, Pier Luigi Dragotti
2019 J jnl
Wavelet Domain Style Transfer for an Effective Perception-distortion Tradeoff in Single Image Super-Resolution.
CoRR
Xin Deng, Ren Yang, Mai Xu, Pier Luigi Dragotti
2018 J jnl
Enhancing Image Quality via Style Transfer for Single Image Super-Resolution.
IEEE Signal Process. Lett.
Xin Deng
2018 J jnl
Reducing Complexity of HEVC: A Deep Learning Approach.
IEEE Trans. Image Process.
Mai Xu, Tianyi Li, Zulin Wang, Xin Deng, Ren Yang, Zhenyu Guan
2018 Misc conf
U-Fresh: An Fri-Based Single Image Super Resolution Algorithm and An Application in Image Compression.
ICASSP
Xin Deng, Junjie Huang, Mengying Liu, Pier Luigi Dragotti
2017 A conf
A deep convolutional neural network approach for complexity reduction on intra-mode HEVC.
ICME
Tianyi Li, Mai Xu, Xin Deng
2017 A conf
A subjective visual quality assessment method of panoramic videos.
ICME
Mai Xu, Chen Li, Yufan Liu, Xin Deng, Jiaxin Lu
2017 Misc conf
Complexity control of HEVC for video conferencing.
ICASSP
Xin Deng, Mai Xu
2017 J jnl
Multimodal Image Super-Resolution via Joint Sparse Representations induced by Coupled Dictionaries.
CoRR
Pingfan Song, Xin Deng, João F. C. Mota, Nikos Deligiannis, Pier Luigi Dragotti, Miguel R. D. Rodrigues
2017 J jnl
Reducing Complexity of HEVC: A Deep Learning Approach.
CoRR
Mai Xu, Tianyi Li, Zulin Wang, Xin Deng, Zhenyu Guan
2016 J jnl
Hierarchical Complexity Control of HEVC for Live Video Encoding.
IEEE Access
Xin Deng, Mai Xu, Chen Li
2016 J jnl
Subjective-Driven Complexity Control Approach for HEVC.
IEEE Trans. Circuits Syst. Video Technol.
Xin Deng, Mai Xu, Lai Jiang, Xiaoyan Sun, Zulin Wang
2015 J jnl
Weight-based R-λ rate control for perceptual HEVC coding on conversational videos.
Signal Process. Image Commun.
Shengxi Li, Mai Xu, Xin Deng, Zulin Wang
2014 A conf
A novel weight-based URQ scheme for perceptual video coding of conversational video in HEVC.
ICME
Shengxi Li, Mai Xu, Xin Deng, Zulin Wang
2014 C conf
Complexity control of HEVC based on region-of-interest attention model.
VCIP
Xin Deng, Mai Xu, Shengxi Li, Zulin Wang
2014 J jnl
Region-of-Interest Based Conversational HEVC Coding with Hierarchical Perception Model of Face.
IEEE J. Sel. Top. Signal Process.
Mai Xu, Xin Deng, Shengxi Li, Zulin Wang